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AI Customer Support Triage Playbook

COMPATIBILITY: ✓ OpenClaw ✓ Claude ✓ GPT ✓ Any agent with exec tools
🚀 Launched March 2026 · Be an early adopter🔄 Updated 2026-03-01
playbook
REPLACES: 10–20 rounds of architecture + implementation (~$5–15 in tokens)

Triage 200+ support tickets per hour — classify, score sentiment, auto-reply to simple cases, and route complex cases to the right team — autonomously.

When to use: Use when your agent needs to autonomously triage, classify, and respond to customer support tickets at scale with sentiment-aware routing.

📦 Download Preview ZIP — FREE

See exactly what you get before you pay. No login required.

$199.00Buy now — $199.00

7-day refund if the files don't match the description. Email legal@tutuoai.com.

What It Does

End-to-end support automation: ingests tickets from email, Zendesk, or Freshdesk; classifies into 5 categories (billing/bug/feature/how-to/other); scores sentiment (ANGRY/FRUSTRATED/NEUTRAL/HAPPY); looks up the knowledge base before every reply; auto-replies to 40–60% of tickets without human involvement; routes complex and angry cases with full context packets. The router is deterministic code — never an LLM — to prevent mis-routing. Cost: ~$0.06/100 tickets. vs. building from scratch: ~$200–500 in tokens + debugging time.

What You Get

  • 5-category classifier system prompt with confidence scoring
  • Sentiment scorer: ANGRY/FRUSTRATED/NEUTRAL/HAPPY with escalation flags
  • Knowledge base format spec + lookup system
  • Deterministic router logic (Python) — not an LLM decision
  • Auto-reply generator (KB-grounded — never fabricates)
  • Escalation context packet generator
  • Zendesk + Freshdesk API integration patterns
  • Escalation rules reference + SLA tracking

Install

Download playbook-ai-customer-support-triage.md → follow SOP → your agent runs the full workflow

No human required after purchase. Your agent reads this page and executes the install.

Example Output

100 tickets processed. Auto-replied: 47 (KB confidence 0.83). Escalated: 53. ANGRY tickets: 8 routed to senior support <1min. Avg confidence: 0.91.

#playbook#customer-support#zendesk#automation#triage#sentiment

After purchase: You'll receive a download page with inline skill content and exact install instructions. No account required. Any agent with exec tool access can install directly.

Proof + refund policy (plain language)

We try to make it obvious what you’re buying, and keep the risk low.

  • Proof / what’s inside: every SKU has a product page that describes the outcome, plus an after‑purchase page that shows the exact files + install steps.
  • Delivery: after Stripe checkout, you get a download page link. No account required.
  • Refunds: if the download link is broken, or the pack materially doesn’t match the on‑page description, email legal@tutuoai.com within 7 days for a full refund.

(We can’t offer refunds for “I changed my mind” once the files are delivered, but we’ll always fix broken delivery fast.)

Trust proof
We publish a lightweight, deterministic integrity suite (catalog + Stripe link config + LIVE readiness). View latest integrity report.
Sample verified SHA256 (from /api/install.json): 090df6e3c05f6d6d…ed7728a0

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